Commit 25ca0ca5 authored by Steve Tjoa's avatar Steve Tjoa

spectral features; mfcc; knn instrument classification

parent 4c1a63b4
......@@ -264,9 +264,9 @@ div#notebook {
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<ol>
<li><a href="notebooks/spectral_features.ipynb">Spectral Features</a></li>
<li><a href="notebooks/mfcc.ipynb">Mel-Frequency Cepstral Coefficients</a></li>
<li><a href="notebooks/knn_instrument_classification.ipynb">K-Nearest Neighbor Instrument Classification</a></li>
<li><a href="spectral_features.html">Spectral Features</a> (<a href="spectral_features.ipynb">ipynb</a>)</li>
<li><a href="mfcc.html">Mel-Frequency Cepstral Coefficients</a> (<a href="mfcc.ipynb">ipynb</a>)</li>
<li><a href="knn_instrument_classification.html">K-Nearest Neighbor Instrument Classification</a> (<a href="knn_instrument_classification.ipynb">ipynb</a>)</li>
</ol>
</div>
......
......@@ -60,9 +60,9 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"1. [Spectral Features](notebooks/spectral_features.ipynb)\n",
"1. [Mel-Frequency Cepstral Coefficients](notebooks/mfcc.ipynb)\n",
"1. [K-Nearest Neighbor Instrument Classification](notebooks/knn_instrument_classification.ipynb)"
"1. [Spectral Features](spectral_features.html) ([ipynb](spectral_features.ipynb))\n",
"1. [Mel-Frequency Cepstral Coefficients](mfcc.html) ([ipynb](mfcc.ipynb))\n",
"1. [K-Nearest Neighbor Instrument Classification](knn_instrument_classification.html) ([ipynb](knn_instrument_classification.ipynb))"
]
},
{
......
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{
"metadata": {
"name": "",
"signature": "sha256:7b9044e3893b9f87e8347d7d3d1679d5cfd0f54fb88c291634c51876f7fff24b"
"signature": "sha256:e470213ca2db1aa50204e5d556bfe9ba3cda6b08f319067efe328611f64362c2"
},
"nbformat": 3,
"nbformat_minor": 0,
......@@ -336,11 +336,11 @@
"cell_type": "code",
"collapsed": false,
"input": [
"#model = KNeighborsClassifier(n_neighbors=1)\n",
"model = KNeighborsClassifier(n_neighbors=1)\n",
"#model = SVC()\n",
"#model = LogisticRegression()\n",
"#model = GaussianNB()\n",
"model = AdaBoostClassifier()\n",
"#model = AdaBoostClassifier()\n",
"model.fit(training_features, training_labels)"
],
"language": "python",
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